Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287702945> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W4287702945 abstract "We present a novel privacy preservation strategy for decentralized visualization. The key idea is to imitate the flowchart of the federated learning framework, and reformulate the visualization process within a federated infrastructure. The federation of visualization is fulfilled by leveraging a shared global module that composes the encrypted externalizations of transformed visual features of data pieces in local modules. We design two implementations of federated visualization: a prediction-based scheme, and a query-based scheme. We demonstrate the effectiveness of our approach with a set of visual forms, and verify its robustness with evaluations. We report the value of federated visualization in real scenarios with an expert review." @default.
- W4287702945 created "2022-07-26" @default.
- W4287702945 creator A5003970839 @default.
- W4287702945 creator A5017022803 @default.
- W4287702945 creator A5017541508 @default.
- W4287702945 creator A5049407947 @default.
- W4287702945 creator A5078315542 @default.
- W4287702945 creator A5080701169 @default.
- W4287702945 date "2020-07-30" @default.
- W4287702945 modified "2023-09-29" @default.
- W4287702945 title "Federated Visualization: A Privacy-preserving Strategy for Aggregated Visual Query" @default.
- W4287702945 doi "https://doi.org/10.48550/arxiv.2007.15227" @default.
- W4287702945 hasPublicationYear "2020" @default.
- W4287702945 type Work @default.
- W4287702945 citedByCount "0" @default.
- W4287702945 crossrefType "posted-content" @default.
- W4287702945 hasAuthorship W4287702945A5003970839 @default.
- W4287702945 hasAuthorship W4287702945A5017022803 @default.
- W4287702945 hasAuthorship W4287702945A5017541508 @default.
- W4287702945 hasAuthorship W4287702945A5049407947 @default.
- W4287702945 hasAuthorship W4287702945A5078315542 @default.
- W4287702945 hasAuthorship W4287702945A5080701169 @default.
- W4287702945 hasBestOaLocation W42877029451 @default.
- W4287702945 hasConcept C104317684 @default.
- W4287702945 hasConcept C115903868 @default.
- W4287702945 hasConcept C124101348 @default.
- W4287702945 hasConcept C134306372 @default.
- W4287702945 hasConcept C148730421 @default.
- W4287702945 hasConcept C172367668 @default.
- W4287702945 hasConcept C177264268 @default.
- W4287702945 hasConcept C185578843 @default.
- W4287702945 hasConcept C185592680 @default.
- W4287702945 hasConcept C199360897 @default.
- W4287702945 hasConcept C23123220 @default.
- W4287702945 hasConcept C26713055 @default.
- W4287702945 hasConcept C33923547 @default.
- W4287702945 hasConcept C36464697 @default.
- W4287702945 hasConcept C38652104 @default.
- W4287702945 hasConcept C41008148 @default.
- W4287702945 hasConcept C55493867 @default.
- W4287702945 hasConcept C63479239 @default.
- W4287702945 hasConcept C77618280 @default.
- W4287702945 hasConcept C98045186 @default.
- W4287702945 hasConceptScore W4287702945C104317684 @default.
- W4287702945 hasConceptScore W4287702945C115903868 @default.
- W4287702945 hasConceptScore W4287702945C124101348 @default.
- W4287702945 hasConceptScore W4287702945C134306372 @default.
- W4287702945 hasConceptScore W4287702945C148730421 @default.
- W4287702945 hasConceptScore W4287702945C172367668 @default.
- W4287702945 hasConceptScore W4287702945C177264268 @default.
- W4287702945 hasConceptScore W4287702945C185578843 @default.
- W4287702945 hasConceptScore W4287702945C185592680 @default.
- W4287702945 hasConceptScore W4287702945C199360897 @default.
- W4287702945 hasConceptScore W4287702945C23123220 @default.
- W4287702945 hasConceptScore W4287702945C26713055 @default.
- W4287702945 hasConceptScore W4287702945C33923547 @default.
- W4287702945 hasConceptScore W4287702945C36464697 @default.
- W4287702945 hasConceptScore W4287702945C38652104 @default.
- W4287702945 hasConceptScore W4287702945C41008148 @default.
- W4287702945 hasConceptScore W4287702945C55493867 @default.
- W4287702945 hasConceptScore W4287702945C63479239 @default.
- W4287702945 hasConceptScore W4287702945C77618280 @default.
- W4287702945 hasConceptScore W4287702945C98045186 @default.
- W4287702945 hasLocation W42877029451 @default.
- W4287702945 hasOpenAccess W4287702945 @default.
- W4287702945 hasPrimaryLocation W42877029451 @default.
- W4287702945 hasRelatedWork W10824896 @default.
- W4287702945 hasRelatedWork W1832191 @default.
- W4287702945 hasRelatedWork W193554 @default.
- W4287702945 hasRelatedWork W2610877 @default.
- W4287702945 hasRelatedWork W3278705 @default.
- W4287702945 hasRelatedWork W4070980 @default.
- W4287702945 hasRelatedWork W4154683 @default.
- W4287702945 hasRelatedWork W4827627 @default.
- W4287702945 hasRelatedWork W9502384 @default.
- W4287702945 hasRelatedWork W6342737 @default.
- W4287702945 isParatext "false" @default.
- W4287702945 isRetracted "false" @default.
- W4287702945 workType "article" @default.